Machine learning identifies depression risk in older adults with chronic diseases: Clarifying shared risk factors stratified by cognitive impairment status.
The proposed models demonstrated promising performance in identifying depression risk among older adults with chronic illnesses across different levels of cognitive impairment, and suggest that key predictors of depression may differ according to cognitive status, highlighting the importance of cognition-stratified scr...